Search Results for author: Nirmit Desai

Found 7 papers, 3 papers with code

Towards API Testing Across Cloud and Edge

no code implementations6 Sep 2021 Samuel Ackerman, Sanjib Choudhury, Nirmit Desai, Eitan Farchi, Dan Gisolfi, Andrew Hicks, Saritha Route, Diptikalyan Saha

API economy is driving the digital transformation of business applications across the hybrid Cloud and edge environments.

Environment Transfer for Distributed Systems

no code implementations6 Jan 2021 Chunheng Jiang, Jae-wook Ahn, Nirmit Desai

The method transfers audio signatures between environments for distributed acoustic data augmentation.

Data Augmentation

SEEC: Semantic Vector Federation across Edge Computing Environments

no code implementations30 Aug 2020 Shalisha Witherspoon, Dean Steuer, Graham Bent, Nirmit Desai

Specifically, for scenarios where multiple edge locations can engage in joint learning, we adapt the recently proposed federated learning techniques for semantic vector embedding.

Edge-computing Federated Learning +3

neuralRank: Searching and ranking ANN-based model repositories

no code implementations2 Mar 2019 Nirmit Desai, Linsong Chu, Raghu K. Ganti, Sebastian Stein, Mudhakar Srivatsa

The key idea behind this algorithm is to base model suitability on the discriminating power of a model, using a novel metric to measure it.

Transfer Learning

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